Tensorflow implementation of resnet

[Karan Katiyar]

Hi all,

Has anybody implemented resnet in tensorflow or with using keras or both from scratch.

Can anybody link.me to the GitHub..

I am trying to.implement it but all have used pre trained model

Thanks

[Toby Boyd]

Here is a clean example for both ImageNet sized data and CIFAR-10.  

TensorFlow with Layers:

https://github.com/tensorflow/models/tree/master/official/resnet

Keras

https://github.com/fchollet/keras/blob/master/keras/applications/resnet50.py

Keras this one has different variations of ResNet:

https://github.com/fchollet/keras/blob/master/examples/cifar10_resnet.py

Toby

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[Yuxin Wu]

Keras doesn't have imagenet training -- also only has pre-trained model.

For imagenet training, you can also take at look at https://github.com/ppwwyyxx/tensorpack/tree/master/examples/ResNet

[Alex Sergeev]

There is now Keras example for ImageNet distributed training with Horovod - https://github.com/uber/horovod/blob/master/examples/keras_imagenet_resnet50.py 

Thanks,

Alex

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[Aniello Raffaele Patrone]

At the following Github you can find the implementation of ResNet 18 and 50

https://github.com/nellopai/deepLearningModels